Business Intelligence (AL-801) - Important Questions

Explain how organizations use data, information and Business Intelligence to make effective and timely decisions and discuss their significance in management.

Explain Business Intelligence architecture and examine its advantages and limitations in enterprise systems.

Describe the transformation process from data to information and knowledge with suitable examples and applications.

Describe ad hoc querying and interactive reporting techniques with examples and their applications.

Explain alerts, notifications and visualization techniques in Business Intelligence systems and their significance for decision support and business efficiency.

Explain how different business intelligence user types (operational, tactical, strategic users) influence the design and delivery of BI reports and systems, with examples.

Define efficiency measures in Business Intelligence systems and explain the role of analytical efficiency models in organizational management systems.

Analyze the architecture and working principles of the CCR model with examples and applications.

Explain pattern matching and cluster analysis in Business Intelligence systems and discuss their significance in analytical environments.

Describe inventory optimization, transportation planning and supply chain management models in detail and show their use cases.

Describe real-world applications of Business Intelligence in marketing, logistics and production systems with examples.

Examine the role of predictive analytics and data-driven decision making in modern business systems.

Explain natural language processing, sentiment analysis, text mining / text analytics and BI search techniques with suitable examples and business applications.

Discuss how emerging technologies such as artificial intelligence and machine learning impact and shape the future of Business Intelligence with examples.

Write short notes on any two of the following: a) Advantages and limitations of emerging Business Intelligence technologies b) Rich Reports in Business Intelligence c) Standard Reports and Self-Service Reporting d) Ethics in Business Intelligence